搜索结果: 1-6 共查到“计算机科学技术 Support Vector”相关记录6条 . 查询时间(0.156 秒)
HIGH RESOLUTION POLSAR IMAGE CLASSIFICATION BASED ON GENETIC ALGORITHM AND SUPPORT VECTOR MACHINE
PolSAR Classification Feature Selection GA SVM
2014/4/24
This paper focuses on backscattering mechanisms selection and supervised classification works for CETC38-X PolSAR image.
Thanks to the high radar resolution, many classes of man-made objects are vis...
The Asymptotic Study of Smooth Entropy Support Vector Regression
Support Vector Machine SSVR Entropy Function Asymptotic Solution Forecasting
2013/1/28
In this paper, a novel formulation, smooth entropy support vector regression (SESVR), is proposed, which is a smooth unconstrained optimization reformulation of the traditional linear programming asso...
Intelligent Optimization Methods for High-Dimensional Data Classification for Support Vector Machines
Support Vector Machine (SVM) Genetic Algorithm (GA) Particle Swarm Optimization (PSO) Feature Selection Optimization
2013/1/29
Support vector machine (SVM) is a popular pattern classification method with many application areas. SVM shows its outstanding performance in high-dimensional data classification. In the process of cl...
Huberized Multi-class Support Vector Machine for Microarray Classification
Gene selection grouping effect microarray classification
2009/9/9
This paper proposes a new multi-class support vector machine for simultaneous gene selection and microarray classification. Combining the huberized hinge loss function and the elastic net penalty, the...
Support Vector的几何解释及其在联想记忆中的应用
support vectors 分类 投影 支持超平面 联想记忆
2007/12/24
利用闭凸集上的投影解释support vector的几何意义，利用支持超平面讨论线性分类器
的设计问题.对线性可分情形，Support vector由一类数据集合闭凸包在另一类数据集合闭凸包上投影的非零系数向量组成，SVM所决定的超平面位于两投影点关于各自数据集合支持超平面的中间.作为应用，文中给出一种设计理想联想记忆前馈神经网络的方法，它是FP算法的一般化.
Discriminant Gaborfaces and Support Vector Machines Classifier for Face Recognition,
Discriminant Gaborfaces Vector Machines Classifier Face Recognition
2010/12/15
Feature extraction, discriminant analysis, and classification rules are three crucial issues for face recognition. This paper presents method, named GaborfaceSVM, to handle
three issues together. For...
